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The past decade has seen an explosion of machine learning research and appli- cations; especially, deep learning methods have enabled key advances in many applicationdomains,suchas computervision,speechprocessing,andgameplaying. However, the performance of many machine learning methods is very sensi ...

Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have g ...

This book is a general introduction to machine learning that can serve as a reference book for researchers and a textbook for students. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of al ...

Machinelearninghasgreatpotentialforimprovingproducts,processesandresearch.Butcomputers usually do not explain their predictions which is a barrier to the adoption of machine learning. This book is about making machine learning models and their decisions interpretable. After exploring the concepts of ...

Much has been written concerning the manner in which healthcare is changing, with a particular emphasis on how very large quantities of data are now being routinely collected during the routine care of patients. The use of machine learning meth- ods to turn these ever-growing quantities of data into ...

Machine learning is about designing algorithms that automatically extract valuable information from data. The emphasis here is on “automatic”, i.e., machine learning is concerned about general-purpose methodologies that can be applied to many datasets, while producing something that is mean- ingfu ...

随着计算机技术、通信技术的飞速发展和3C(计算机、通信、消费电子)的融合，嵌入式系统已经渗透到各个领域。在32位嵌入式微处理器市场上，基于ARM(Advanced RISC Machine)内核的微处理器在市场上处于绝对的领导地位，因此追踪ARM技术的发展趋势显得尤为重要。在嵌入式操作系统的选择上，Linux一直因其内核精简、代码开放、易 ...

·【英文题名】 Search of Double-fed Machine Variable Speed System Based on DSP 【作者中文名】 沈睿; 【导师】 廖冬初; 【学位授予单位】 湖北工业大学; 【学科专业名称】 控制理论与控制工程 【学位年度】 2007 【论文级别】 硕士 【网络出版投稿人】 湖北工业大学 【网络出版投稿时间】 2008-09-27 【关键词】 双馈 ...

虚拟机自省（Virtual Machine Introspection，VMI）技术充分利用虚拟机管理器的较高权限，可以实现在单独的虚拟机中部署安全工具对目标虚拟机进行监测，为进行各种安全研究工作提供了很好的解决途径，从而随着虚拟化技术的发展成为一种应用趋势。基于为更深入的理解和更好的应用VMI技术提供参考作用的目的，本文对VMI技术进 ...

This application note describes a Linear Technology "Half-Flash" A/D converter, the LTC1099, being connected to a 256 element line scan photodiode array. This technology adapts itself to handheld (i.e., low power) bar code readers, as well as high resolution automated machine inspection applicatio ...